{"id":"https://openalex.org/W4395097098","doi":"https://doi.org/10.30919/es1111","title":"Estimating Rice Husk Ash Concrete Compressive Strength Using Hybrid Machine Learning Methodology","display_name":"Estimating Rice Husk Ash Concrete Compressive Strength Using Hybrid Machine Learning Methodology","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4395097098","doi":"https://doi.org/10.30919/es1111"},"language":"en","primary_location":{"id":"doi:10.30919/es1111","doi":"https://doi.org/10.30919/es1111","is_oa":true,"landing_page_url":"https://doi.org/10.30919/es1111","pdf_url":"https://www.espublisher.com/uploads/article_pdf/es1111.pdf","source":{"id":"https://openalex.org/S4210220775","display_name":"Engineered Science","issn_l":"2576-988X","issn":["2576-988X","2576-9898"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","poland-20","russia-white-list-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineered Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.espublisher.com/uploads/article_pdf/es1111.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045271885","display_name":"Ruba A. Odeh","orcid":"https://orcid.org/0000-0002-5373-0977","observed_orcids":["https://orcid.org/0000-0002-5373-0977"]},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ruba Odeh","raw_affiliation_strings":["Allied Engineering Science Department , Faculty of Engineering , The Hashemite University , Zarqa 13133 , Jordan","M.Sc., Allied Engineering Science Department, Faculty of Engineering, The Hashemite University, Zarqa, Jordan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Allied Engineering Science Department , Faculty of Engineering , The Hashemite University , Zarqa 13133 , Jordan","institution_ids":["https://openalex.org/I157392197"]},{"raw_affiliation_string":"M.Sc., Allied Engineering Science Department, Faculty of Engineering, The Hashemite University, Zarqa, Jordan;","institution_ids":["https://openalex.org/I157392197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134605601","display_name":"Roaa J. Alawadi","orcid":"https://orcid.org/0000-0001-8513-1496","observed_orcids":["https://orcid.org/0000-0001-8513-1496"]},"institutions":[{"id":"https://openalex.org/I146367977","display_name":"Applied Science Private University","ror":"https://ror.org/01ah6nb52","country_code":"JO","type":"education","lineage":["https://openalex.org/I146367977"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Roaa Alawadi","raw_affiliation_strings":["Civil Engineering Department , Applied Science Private University , Amman 11937 , Jordan","Assistant Professor, Civil Engineering Department, Applied Science Private University, Amman, Jordan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering Department , Applied Science Private University , Amman 11937 , Jordan","institution_ids":["https://openalex.org/I146367977"]},{"raw_affiliation_string":"Assistant Professor, Civil Engineering Department, Applied Science Private University, Amman, Jordan;","institution_ids":["https://openalex.org/I146367977"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087176354","display_name":"Ahmad Tarawneh","orcid":"https://orcid.org/0000-0002-9945-7582","observed_orcids":["https://orcid.org/0000-0002-9945-7582"]},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ahmad Tarawneh","raw_affiliation_strings":["Civil Engineering Department , Faculty of Engineering , The Hashemite University , Zarqa 13133 , Jordan","Associate Professor, Civil Engineering Department, Faculty of Engineering, The Hashemite University, Zarqa, Jordan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering Department , Faculty of Engineering , The Hashemite University , Zarqa 13133 , Jordan","institution_ids":["https://openalex.org/I157392197"]},{"raw_affiliation_string":"Associate Professor, Civil Engineering Department, Faculty of Engineering, The Hashemite University, Zarqa, Jordan;","institution_ids":["https://openalex.org/I157392197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014077368","display_name":"Abdullah Alghossoon","orcid":"https://orcid.org/0000-0002-5829-0632","observed_orcids":["https://orcid.org/0000-0002-5829-0632"]},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Abdullah Alghossoon","raw_affiliation_strings":["Civil Engineering Department , Faculty of Engineering , The Hashemite University , Zarqa 13133 , Jordan","Assistant Professor, Civil Engineering Department, Faculty of Engineering, The Hashemite University, Zarqa, Jordan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering Department , Faculty of Engineering , The Hashemite University , Zarqa 13133 , Jordan","institution_ids":["https://openalex.org/I157392197"]},{"raw_affiliation_string":"Assistant Professor, Civil Engineering Department, Faculty of Engineering, The Hashemite University, Zarqa, Jordan;","institution_ids":["https://openalex.org/I157392197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092012312","display_name":"Ra\u2019ed Al-Mazaidh","orcid":"https://orcid.org/0000-0003-2162-7956","observed_orcids":["https://orcid.org/0000-0003-2162-7956"]},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ra'ed Al-Mazaidh","raw_affiliation_strings":["Civil Engineering Department , Faculty of Engineering , The Hashemite University , Zarqa 13133 , Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering Department , Faculty of Engineering , The Hashemite University , Zarqa 13133 , Jordan","institution_ids":["https://openalex.org/I157392197"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093338377","display_name":"Hadeel Amirah","orcid":"https://orcid.org/0009-0007-0173-8962","observed_orcids":["https://orcid.org/0009-0007-0173-8962"]},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Hadeel Amerah","raw_affiliation_strings":["Civil Engineering Department , Faculty of Engineering , The Hashemite University , Zarqa 13133 , Jordan","M.Sc. Student, Civil Engineering Department, Faculty of Engineering, The Hashemite University, Zarqa, Jordan;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering Department , Faculty of Engineering , The Hashemite University , Zarqa 13133 , Jordan","institution_ids":["https://openalex.org/I157392197"]},{"raw_affiliation_string":"M.Sc. Student, Civil Engineering Department, Faculty of Engineering, The Hashemite University, Zarqa, Jordan;","institution_ids":["https://openalex.org/I157392197"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1926,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.72772819,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10033","display_name":"Concrete and Cement Materials Research","score":0.9272000193595886,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10033","display_name":"Concrete and Cement Materials Research","score":0.9272000193595886,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10687","display_name":"Innovative concrete reinforcement materials","score":0.03700000047683716,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11847","display_name":"Recycled Aggregate Concrete Performance","score":0.007600000128149986,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rice-husk-ash-concrete","display_name":"rice husk ash concrete","score":0.9160000085830688},{"id":"https://openalex.org/keywords/compressive-strength-prediction","display_name":"compressive strength prediction","score":0.9990000128746033},{"id":"https://openalex.org/keywords/hybrid-machine-learning","display_name":"hybrid machine learning","score":0.800000011920929},{"id":"https://openalex.org/keywords/bayesian-regularization","display_name":"Bayesian regularization","score":0.6809999942779541},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8889999985694885},{"id":"https://openalex.org/keywords/genetic-expression-programming","display_name":"genetic expression programming","score":0.9980000257492065},{"id":"https://openalex.org/keywords/alternative-cementitious-materials","display_name":"alternative cementitious materials","score":0.8949999809265137},{"id":"https://openalex.org/keywords/superplasticizer","display_name":"superplasticizer","score":0.871999979019165},{"id":"https://openalex.org/keywords/aggregate-content","display_name":"aggregate content","score":0.546999990940094},{"id":"https://openalex.org/keywords/cement-content","display_name":"cement content","score":0.7519999742507935},{"id":"https://openalex.org/keywords/moisture-content","display_name":"moisture content","score":0.5130000114440918},{"id":"https://openalex.org/keywords/age-effects","display_name":"age effects","score":0.3889999985694885}],"concepts":[{"id":"https://openalex.org/C75296557","wikidata":"https://www.wikidata.org/wiki/Q14524280","display_name":"Husk","level":2,"score":0.8843996524810791},{"id":"https://openalex.org/C30407753","wikidata":"https://www.wikidata.org/wiki/Q186191","display_name":"Compressive strength","level":2,"score":0.8290696144104004},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.38958486914634705},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.3687668442726135},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.3454340696334839},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34312117099761963},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32710152864456177},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3060302138328552},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1976783275604248},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.30919/es1111","doi":"https://doi.org/10.30919/es1111","is_oa":true,"landing_page_url":"https://doi.org/10.30919/es1111","pdf_url":"https://www.espublisher.com/uploads/article_pdf/es1111.pdf","source":{"id":"https://openalex.org/S4210220775","display_name":"Engineered Science","issn_l":"2576-988X","issn":["2576-988X","2576-9898"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","poland-20","russia-white-list-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineered Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.30919/es1111","doi":"https://doi.org/10.30919/es1111","is_oa":true,"landing_page_url":"https://doi.org/10.30919/es1111","pdf_url":"https://www.espublisher.com/uploads/article_pdf/es1111.pdf","source":{"id":"https://openalex.org/S4210220775","display_name":"Engineered Science","issn_l":"2576-988X","issn":["2576-988X","2576-9898"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","poland-20","russia-white-list-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineered Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.75},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.651199996471405},{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.5171999931335449}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4395097098.pdf","grobid_xml":"https://content.openalex.org/works/W4395097098.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W651717792","https://openalex.org/W1965438303","https://openalex.org/W2032797438","https://openalex.org/W2051581874","https://openalex.org/W2079604167","https://openalex.org/W2088833175","https://openalex.org/W2131746878","https://openalex.org/W2169690625","https://openalex.org/W2245282308","https://openalex.org/W2552806983","https://openalex.org/W2739950592","https://openalex.org/W2790655546","https://openalex.org/W2804285398","https://openalex.org/W2913432556","https://openalex.org/W2953089905","https://openalex.org/W3021202821","https://openalex.org/W3120756665","https://openalex.org/W3123153561","https://openalex.org/W3138877841","https://openalex.org/W3200988728","https://openalex.org/W4221092976","https://openalex.org/W4238104035","https://openalex.org/W4280532984","https://openalex.org/W4297617183","https://openalex.org/W4323048435","https://openalex.org/W4386567548"],"related_works":["https://openalex.org/W4366091963","https://openalex.org/W4383896534","https://openalex.org/W3145107647","https://openalex.org/W4221092976","https://openalex.org/W4385457091","https://openalex.org/W4417247478","https://openalex.org/W4392454900","https://openalex.org/W4229072314","https://openalex.org/W4417047115","https://openalex.org/W3138243672"],"abstract_inverted_index":{"The":[0],"earth's":[1],"temperature":[2],"is":[3],"gradually":[4],"increasing":[5],"due":[6],"to":[7,30,80,147,164,175],"greenhouse":[8,28],"gases":[9],"(GHGs),":[10],"which":[11],"have":[12,43],"caused":[13,35],"the":[14,31,109,115,149,159,170],"global":[15],"warming":[16],"phenomenon.Carbon":[17],"dioxide":[18],"(CO2)":[19],"has":[20,118,144],"accounted":[21],"for":[22,61],"a":[23,54,82,130,136,141],"large":[24],"majority":[25],"of":[26,128,133,138,151],"such":[27,46],"gases.Due":[29],"high":[32],"CO2":[33],"emissions":[34],"by":[36,173],"cement":[37,98],"production,":[38],"several":[39],"alternative":[40],"cementitious":[41],"materials":[42],"been":[44,119,145],"discovered,":[45],"as":[47],"Rice":[48],"Husk":[49],"Ash":[50],"(RHA).This":[51],"study":[52,143],"suggests":[53],"hybrid":[55],"data-driven":[56],"machine":[57],"learning":[58],"framework":[59,67,117],"approach":[60],"predicting":[62],"RHA":[63,160],"concrete":[64],"compressive":[65,93,112,171],"strength.The":[66],"utilizes":[68],"Bayesian":[69],"Regularization-based":[70],"artificial":[71],"neural":[72],"network":[73],"(ANN)":[74],"and":[75,106,135],"genetic":[76],"expression":[77],"programming":[78],"(GEP)":[79],"develop":[81],"generalized":[83],"prediction":[84,95],"mathematical":[85],"model":[86,90,122],"that":[87,157],"avoids":[88],"overfitting.The":[89],"included":[91],"six":[92],"strength":[94,172],"parameters:":[96],"age,":[97],"content,":[99,103],"rice":[100],"husk":[101],"ash":[102],"water,":[104],"superplasticizer,":[105],"aggregate.Based":[107],"on":[108],"literature's":[110],"192":[111],"strength-tested":[113],"specimens,":[114],"proposed":[116,121],"trained.The":[120],"resulted":[123],"in":[124],"average":[125],"calculated-to-measured":[126],"ratios":[127],"1.00,":[129],"standard":[131],"deviation":[132],"0.15,":[134],"COV":[137],"15%.In":[139],"addition,":[140],"parametric":[142],"conducted":[146],"evaluate":[148],"effect":[150],"each":[152],"contributing":[153],"parameter.The":[154],"analysis":[155],"shows":[156],"varying":[158],"content":[161],"from":[162],"0":[163],"200":[165],"kg/m":[166],"3":[167],"will":[168],"increase":[169],"up":[174],"50%.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2024-04-25T00:00:00"}
